learned_hands_domestic_violence

Classify if a user post implicates legal isssues related to domestic_violence.

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Source: Learned Hands

License: CC BY-NC-SA 4.0

Size (samples): 180

Legal reasoning type: Issue-spotting

Task type: Binary classification

Task description

This is a binary classification task in which the model must determine if a user’s post discusses dealing with domestic violence and abuse, including getting protective orders, enforcing them, understanding abuse, reporting abuse, and getting resources and status if there is abuse.

Task construction

This task was constructed from the LearnedHands dataset. Please see their website for more information on annotation. Our task consists of a binarized version of the original dataset, with “negatives” randomly sampled from posts with other topics. This dataset is class balanced.